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国家气象中心集合数值预报业务系统的发展及应用
THE DEVELOPMENT AND APPLICATION OF THE OPERATIONAL ENSEMBLE PREDICTION SYSTEM AT NATIONAL METEOROLOGICAL CENTER
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摘要: 介绍集合数值预报的基本概念，简要回顾国家气象中心的集合数值预报系统的开发过程，并概述了国家气象中心现有的中期集合数值预报业务系统的组成、集合数值预报产品的解释与应用、集合数值预报的未来发展趋势。Abstract: The basic concepts of the Ensemble Prediction System (EPS) are addressed. A brief review is given on the development and implementation of the operational EPS at National Meteorological Center (NMC): the main components and their functions of the EPS/NMC, the interpretation of the EPS’ products and the routine uses in the Weather Forecast Offices (WFO). The future development issues of the EPS, the national-wide uses of the EPS products in the provincial WFO over China are discussed.
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图 2 国家气象中心第一代中期集合数值预报试验系统T63L16/ LAF 第1~5 天
(第1 候)预报平均北半球500 hPa 距平相关系数(1996 年9 月下旬~11 月，8 次个例过程)
图 3 国家气象中心第一代中期集合数值预报试验系统T63L16/ LAF 第6~10 天
(第2 候)预报平均北半球500 hPa 距平相关系数(1996 年9 月下旬~11 月，8 次个例过程)
图 6 集合数值预报(平均)和控制预报北半球500 hPa 高度场检验:均方根误差(a)距平相关系数(b)
(SV 为奇异量的预报，LAF 为时间滞后的预报，CRL 为控制预报)
表 1 ECMWF 各业务系统所需计算机资源比较
表 2 并行效率表
表 3 ECMWF、美国和加拿大等国集合预报业务系统
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[1] Richardson L F. Weather Prediction by Numerical Process. Cambridge University Press, reprinted Dover, 1922. 236. [2] Charney J G, Fjörtoft R, Von Neuman J. Numerical integration of the barotropic vorticity equation. Tellus, 1950, 2: 237-254. [3] Haltiner G J, Williams R T. Numerical Prediction and Dynamic Meteorology. John Wiley & Sons Press, reprinted in USA, 1980. 1-3. [4] Epstein E S. Stochastic dynamic prediction. Tellus, 1969, 21: 739-759. [5] Leith C S. Theoretical skill of Monte Carlo forecasts. Mon. Wea. Rev., 1974, 102:409-418. doi: 10.1175/1520-0493(1974)102<0409:TSOMCF>2.0.CO;2 [6] Tracton M S, Kalnay E. Operational ensemble prediction at the National Meteorological Center. Weather and Forecasting, 1993, 8(3): 379-398. doi: 10.1175/1520-0434(1993)008<0379:OEPATN>2.0.CO;2 [7] Tracton M S, Du J. Short range ensemble forecasting (SREF) at the National Center for Environmental Prediction. WMO Workshop on the Use of Ensemble Prediction, Beijing, 2000. [8] Molteni E, Buizza R, Palmer T N, et al. The ECMWF ensemble prediction system: Methodology and validation. Q. J. R. Meteor. Soc., 1996, 122:73-119. doi: 10.1002/(ISSN)1477-870X [9] Cavalcanti I F A, Bonatti J P, Coutinho M, et al. Weather forecasts and climate prediction at CPTEC: The ensemble prediction system. WMO Workshop on the Use of Ensemble Prediction, Beijing, 2000. [10] Kusunoki Shoji. Dynamical long-range forecasting activities at the Japan Meteorological Agency (JMA). WMO Workshop on the Use of Ensemble Prediction, Beijing, 2000. [11] Wilson L J. Canadian Meteorological Center for ensemble prediction system. WMO Workshop on the Use of Ensemble Prediction, Beijing, 2000. [12] Mylne K R. Quasi-operational multi-model multi-analysis ensembles on medium-range time scale. WMO Workshop on the Use of Ensemble prediction, Beijing, 2000. [13] Zhang Z, Krishnamurti T N. Ensemble forecasting of Hurricane Tracks. Bull. Amer. Meteor. Soc., 1997, 78: 2785-2795. doi: 10.1175/1520-0477(1997)078<2785:EFOHT>2.0.CO;2 [14] 毛恒青, 王建捷. 集合预报业务使用现状和趋势. 气象, 2000, 26(6): 24-29. http://www.cnki.com.cn/Article/CJFDTOTAL-QXXX200006005.htm [15] Lorenz E N. A study of the predictability of a 28 - variable atmospheric models. Tellus, 1965, 17:321-333. [16] Brankovic C, et al. Extended-range prediction with ECMWF models: Time-lagged ensemble forecasting. Q. J. R. Meteor. Soc., 1990, 116:863-912. [17] 李小泉, 刘金达, 汪迎辉. 集合预报及其在中期时间尺度预报中的应用问题. 国家气象中心科技年报(A类), 1997, 16-26. [18] 刘金达. 集合预报开创了业务数值天气预报的新纪元. 气象, 2000, 26(6): 21-23. [19] Stansk H R, Wilson. L. J, Burrows W R. Surrey of common verification methods in meteorology. WMO/TD, No. 358, 1989. [20] Talagrand O, Vautard R. Evaluation of probabilistic prediction systems. Workshop on Predictability, ECMWF, 1997, 20-20, 10. [21] WMO. Numerical Weather Prediction, Progress Report for 1992-1998, WMO/TD, 1993. [22] Barkmeijer J, Buizza R, Palmer T N, et al. Tropical singular vectors computed with linearized diabatic physics. ECMWF Technical Memorandum 297, 1999. [23] Puri K, Barkmeijer J, Palmer T N. Ensemble prediction of tropical cyclones using targeted diabatic singular vectors. ECMWF Technical Memorandum 298, 1999. [24] Stensrud D J, Bao J, Warner T. Using initial condition and model physics perturbation in short-range ensemble simulations of meso-scale convective systems. Mon. Weather Rev., 2000, 128: 2077-2107. doi: 10.1175/1520-0493(2000)128<2077:UICAMP>2.0.CO;2 [25] Atger F. Tubing: An alternative to clustering for the classification of ensemble forecast. Weather and Forecasting, 1999, 14(5):41-757. https://www.researchgate.net/publication/259233511_Tubing_An_Alternative_to_Clustering_for_the_Classification_of_Ensemble_Forecasts [26] Nicolau J. Use of Ensemble Forecasting at Meteo-France. WMO Workshop on the Use of Ensemble Prediction, Beijing, 2000. [27] Zhang Z, Krishnamurti T N. A perturbation method for hurricane ensemble predictions. Mon. Wea. Rev., 1999, 127: 447-469. doi: 10.1175/1520-0493(1999)127<0447:APMFHE>2.0.CO;2 [28] Petroliagis T, Buizza R, Lanzinger A, et al. Extreme rainfall prediction using the ECMWF ensemble prediction system. http://www.ecmwf.int/pressroom.1997. [29] Palmer T N, Barkmeijer R, et al. The future of ensemble prediction. ECMWF Newsletter No 88, summer/autumn, 2000. [30] Janssen P. Potential benefits of ensemble prediction of waves. ECMWF Newsletter, No. 86, winter, 1999/2000. [31] Buizza R, Palmer T N. The singular-vector structure of the atmospheric general circulation. J. Atmos. Sci., 1995, 52: 1434-1456. doi: 10.1175/1520-0469(1995)052<1434:TSVSOT>2.0.CO;2 -
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